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PostgreSQL test data generator

PostgreSQL test data that actually joins.

Upload your PostgreSQL schema, or describe your tables in plain English, and get a realistic, fully related dataset back as one .sql file you load with a single psql command.

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online_store_postgresql.sql
-- ============================================================
-- Synthetic dataset : online_store
-- Dialect           : PostgreSQL
-- Contents          : 3 table(s), 25,000 row(s)
-- Load with         : psql -d your_database -f this_file.sql
BEGIN;
INSERT INTO "customers" ("id", "name", "email", "city") VALUES
    (1042, 'Priya Nair', 'priya.nair@example.com', 'Pune'),
    (1043, 'Lucas Meyer', 'lucas.meyer@example.com', 'Berlin');
INSERT INTO "orders" ("id", "customer_id", "ordered_at", "total") VALUES
    (5512, 1042, '2026-03-14', 49.00);
SELECT setval(pg_get_serial_sequence('"orders"', 'id'), COALESCE((SELECT MAX("id") FROM "orders"), 1));
COMMIT;

Sample output, shortened. Your file contains every table and row you asked for.

Why teams use it

Built for data that behaves like production

01

Your schema, kept intact

Your own CREATE TABLE statements, custom types and indexes are preserved, so the test database matches production structure.

02

Foreign keys that resolve

Tables are generated in dependency order, so every foreign key points at a row that exists. No orphaned orders, no broken joins.

03

Sequences resynced

After the INSERTs, serial and identity sequences move past the generated IDs, so your app keeps inserting without collisions.

04

All or nothing

The script runs in one transaction. If anything fails, your database is left untouched.

05

Values that look real

Names, emails, addresses, prices, dates and statuses with sensible distributions instead of random noise.

06

Structure only

We read your schema, never your rows: INSERT or COPY data in an uploaded file is stripped before processing.

How it works

From schema to dataset in three steps

1

Describe or upload

Describe your data in plain English, or upload your SQL schema for PostgreSQL, MySQL / MariaDB, SQL Server and SQLite.

2

Review the plan

Check the tables, columns and rules the AI proposes, and adjust anything you like.

3

Generate and download

Choose how many rows you need and download a ready-to-run SQL script, CSV, Excel (one sheet per table) or JSON.

Questions

Can I upload a pg_dump schema?

Yes. Upload a schema-only dump (pg_dump --schema-only) or any file of CREATE TABLE statements. Data rows in the file are ignored and removed.

Does it handle SERIAL and IDENTITY columns?

Yes. Generated IDs are inserted explicitly and the sequences are resynced afterwards, so new inserts from your app continue cleanly.

How many rows can I generate?

From a few hundred rows for a quick fixture up to 500,000 rows in one dataset for load testing, within your plan's monthly records.

Is my data used to train AI?

No. We only process your schema's structure, and our AI provider's commercial terms prohibit training on your content.

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